RGA-CNNs: convolutional neural networks based on reduced geometric algebra

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation

Ross Girshick, Jeff Donahue, Trevor Darrell et al. · 2014 · 31.8K citations

Computing, Computer Science, Computer Vision +16

DeepFace: Closing the Gap to Human-Level Performance in Face Verification

Yaniv Taigman, Ming Yang, Marc’Aurelio Ranzato et al. · 2014 · 6.6K citations

Computing, Computer Science, Computer Vision +15

Striving for Simplicity: The All Convolutional Net

Jost Tobias Springenberg, Alexey Dosovitskiy, Thomas Brox et al. · arXiv (Cornell University) · 2014 · 2.6K citations · Full text

Computing, Computer Science, Computer Vision +14

On Complex Valued Convolutional Neural Networks

Nitzan Guberman · arXiv (Cornell University) · 2016 · 106 citations · Full text

Computing, Computer Science, Artificial Intelligence +9